Downloadable software for infrastructure for artificial intelligence applications; Downloadable software for infrastructure for artificial intelligence applications, namely, for cost optimization, semantic routing, platform controls, and governance services; downloadable computer software for managing, routing, balancing, monitoring, and optimizing artificial intelligence and machine learning inference workloads on Kubernetes-based computing infrastructure; downloadable computer software for policy-based routing of inference requests, graphics processing unit (GPU) load balancing, semantic classification of inference traffic, detection of personally identifiable information (PII), and management of multi-tenant artificial intelligence inference platforms; downloadable computer software for orchestration and administration of machine learning models and inference services; downloadable software for load balancing of graphics processing unit (GPU) computing resources; downloadable software for monitoring, managing, and optimizing distributed inference systems and large language model deployments; downloadable software for semantic classification of inference requests and detection of personally identifiable information (PII) for routing and compliance purposes; downloadable software for managing multi-tenant artificial intelligence inference platforms; downloadable software for orchestration, deployment, monitoring, and administration of machine learning models in Kubernetes environments; downloadable software for traffic management, workload routing, metrics collection, dashboarding, and performance monitoring of artificial intelligence inference infrastructure; downloadable software for deploying, managing, and optimizing artificial intelligence and machine learning inference services; downloadable software functioning as a control plane for distributed artificial intelligence inference systems, namely, software for policy enforcement, request routing, workload management, GPU resource optimization, rate limiting, tenant management, performance monitoring, and administration of machine learning inference infrastructure.

Design and development of artificial intelligence (AI) software; infrastructure as a service (IAAS) services, namely, hosting software for artificial intelligence infrastructure for use by others; infrastructure as a service (IAAS) services, namely, hosting software for artificial intelligence infrastructure, namely, for cost optimization and semantic routing, platform controls, and governance services, for use by others; software as a service (SAAS) services featuring software for infrastructure for artificial intelligence applications; software as a service (SAAS) services featuring software for infrastructure for artificial intelligence applications, namely, for cost optimization, semantic routing, platform controls, and governance services; software as a service (SAAS) services featuring software for managing, routing, balancing, monitoring, and optimizing artificial intelligence and machine learning inference workloads on Kubernetes-based computing infrastructure; software as a service (SAAS) services featuring software for policy-based routing of inference requests, graphics processing unit (GPU) load balancing, semantic classification of inference traffic, detection of personally identifiable information (PII), and management of multi-tenant artificial intelligence inference platforms; software as a service (SAAS) services featuring software for orchestration and administration of machine learning models and inference services; software as a service (SAAS) services featuring software for load balancing of graphics processing unit (GPU) computing resources; software as a service (SAAS) services featuring software for monitoring, managing, and optimizing distributed inference systems and large language model deployments; software as a service (SAAS) services featuring software for semantic classification of inference requests and detection of personally identifiable information (PII) for routing and compliance purposes; providing temporary use of non-downloadable software for managing multi-tenant artificial intelligence inference platforms; providing temporary use of non-downloadable software for orchestration, deployment, monitoring, and administration of machine learning models in Kubernetes environments; cloud computing services featuring software for traffic management, workload routing, metrics collection, dashboarding, and performance monitoring of artificial intelligence inference infrastructure; platform as a service (PAAS) featuring computer software platforms for deploying, managing, and optimizing artificial intelligence and machine learning inference services; software as a service (SAAS) services featuring software functioning as a control plane for distributed artificial intelligence inference systems, namely, software for policy enforcement, request routing, workload management, GPU resource optimization, rate limiting, tenant management, performance monitoring, and administration of machine learning inference infrastructure.